Is HSAI options pricing rich or cheap right now?

As of Jun 30, 2026, Hesai Group (HSAI) ATM IV is 80.8% against 20-day realized volatility of 93.7%. IV rank is 46.9%. Realized volatility currently exceeds implied: an inversion of the typical equity volatility risk premium that often precedes IV expansion.

What is the HSAI variance risk premium?

The variance risk premium is the persistent gap between implied and subsequently realized volatility. In equity markets it averages positive because option sellers demand compensation for bearing variance shocks. HSAI is currently pricing inverted to the historical pattern, which is one input to whether short-vol or long-vol structures carry their typical edge.

What does HSAI IV rank mean for strategy selection?

IV rank normalizes the current ATM IV to its 1-year range: 0% is the low, 100% is the high. HSAI's current rank of 46.9% signals where current pricing sits in its own 1-year history. High-rank regimes typically favor premium-selling structures (credit spreads, condors, covered calls); low-rank regimes typically favor premium-buying or long-volatility structures.

Hesai Group (HSAI) IV/HV History

Comparing implied volatility to historical (realized) volatility reveals whether options are priced rich or cheap relative to actual price movement. Persistent gaps can signal trading opportunities.

Hesai Group (HSAI) operates in the Consumer Cyclical sector, specifically the Auto - Parts industry, with a market capitalization near $1.93B, listed on NASDAQ, employing roughly 1,142 people, carrying a beta of 1.34 to the broader market. Hesai Group, along with its various subsidiaries, focuses on the creation, production, and marketing of three-dimensional light detection and ranging (LiDAR) technologies. Led by Yifan Li, public since 2023-02-09.

Snapshot as of Jun 30, 2026.

Spot Price: $18.43
ATM IV: 80.8%
HV 20-Day: 93.7%
HV 60-Day: 75.8%
IV Rank: 46.9%
IV Percentile: 65.9%

As of Jun 30, 2026, Hesai Group (HSAI) ATM implied volatility is 80.8%. 20-day realized volatility is 93.7%, producing an IV-HV spread of -12.9 vol points. Realized volatility currently exceeds implied, an inversion that can signal a pending IV expansion. IV rank is 46.9%.

How HSAI iv/hv history Data Feeds Strategy Selection

Strategy selection on Hesai Group options does not derive from any single metric in isolation. The iv/hv history view above sits inside a broader read: ATM IV currently sits at 80.8% and dealer gamma exposure is positive, so dealer hedging is mechanically mean-reverting. Combine the iv/hv history data here with the volatility-skew surface, dealer-gamma exposure, max-pain level, and upcoming-events calendar to build a positioning thesis. Risk-defined structures (credit spreads, debit spreads, iron condors) are usually safer than naked positions while the regime is uncertain; the data on this page anchors the inputs but does not by itself constitute a trade thesis.

How to read the HSAI IV vs HV chart

The dual-line chart above tracks ATM implied volatility (forward-looking, what the chain is pricing) against 20-day realized historical volatility (backward-looking, what actually happened). ATM IV currently prints at 80.8%, 46.9% IV rank, against 93.7% realized over the trailing 20 trading days. Implied is currently below realized by 12.9 vol points, an inverted regime where premium buyers are underpaying for the move - rare and often a setup for IV expansion. Persistent IV-above-HV is the variance-risk-premium-positive state typical of equity markets; persistent IV-below-HV is rare and usually marks underpriced vol that often expands.

HSAI IV/HV regimes and trade selection

HSAI IV rank at 46.9% sits mid-range - no structural edge from rank alone. Strategy choice should follow event calendar and the dealer-positioning read.

Using HSAI vol history alongside the term structure

The IV/HV gap on this page captures the level of premium; the term-structure slope on the volatility page captures its shape across expirations. Contango (positive slope 0.067) is the resting state - longer-dated IV trades above near-dated IV because long-dated cycles include uncertain macro states. Pair the rank read with the slope read with the event calendar to choose the right tenor for the structure.

HSAI IV/HV signal in volatility-cycle context

Equity-vol cycles tend to compress and expand on multi-month timeframes: a typical sequence runs low-IV-rank consolidation (months of flat tape, decaying premium) into a vol-expansion catalyst (earnings miss, macro shock, regime change) into elevated-IV-rank stress (premiums fat, dispersion high) back to mean-reverting compression. HSAI's 46.9% IV rank places the ticker in the mid-range of its 1-year window - no strong cycle-position signal. The ratio of HV-20 (93.7%) to HV-60 (75.8%) gives a second cycle indicator: when 20-day exceeds 60-day, recent realization is running hotter than the trailing-quarter average - typically a sign that recent days have already started expanding vol regardless of where IV rank prints. Use the time series above to spot inflection points: meaningful IV/HV gap closures and openings tend to precede regime shifts by a few sessions.

Learn how implied vs realized volatility is reported and how to read the data →

Daily ATM implied volatility and 20-day realized (historical) volatility for HSAI over the last ~41 trading days. The IV-HV gap measures the variance risk premium - when IV trades persistently above realized HV, premium-sellers earn the spread; when IV dips below HV, vol is structurally underpriced.

Daily values from end-of-day option_ticker_snapshots. Series sparse on illiquid tickers reflects gaps in the upstream end-of-day options data feed.

Most recent 15 trading days (descending). Older history appears in the chart above.

Date	ATM IV	HV 20d	HV 60d	IV Rank
Jun 30, 2026	80.8%	93.7%	75.8%	46.9%
Jun 29, 2026	70.9%	77.4%	68.8%	29.7%
Jun 26, 2026	67.1%	72.0%	68.2%	23.1%
Jun 25, 2026	69.9%	72.2%	70.3%	28.0%
Jun 24, 2026	69.9%	72.2%	70.2%	28.0%
Jun 23, 2026	68.9%	75.3%	71.1%	26.2%
Jun 22, 2026	69.5%	74.9%	71.0%	27.3%
Jun 18, 2026	69.2%	76.2%	71.0%	26.8%
Jun 17, 2026	68.8%	76.2%	77.4%	26.1%
Jun 16, 2026	66.9%	81.5%	78.4%	22.8%
Jun 15, 2026	69.4%	78.4%	78.7%	27.1%
Jun 12, 2026	70.4%	77.7%	78.3%	28.9%
Jun 11, 2026	70.9%	77.7%	78.3%	29.7%
Jun 10, 2026	71.2%	89.8%	78.3%	30.2%
Jun 9, 2026	75.2%	88.9%	77.9%	37.2%

Frequently asked HSAI iv/hv history questions

Is HSAI options pricing rich or cheap right now?: As of Jun 30, 2026, Hesai Group (HSAI) ATM IV is 80.8% against 20-day realized volatility of 93.7%. IV rank is 46.9%. Realized volatility currently exceeds implied: an inversion of the typical equity volatility risk premium that often precedes IV expansion.
What is the HSAI variance risk premium?: The variance risk premium is the persistent gap between implied and subsequently realized volatility. In equity markets it averages positive because option sellers demand compensation for bearing variance shocks. HSAI is currently pricing inverted to the historical pattern, which is one input to whether short-vol or long-vol structures carry their typical edge.
What does HSAI IV rank mean for strategy selection?: IV rank normalizes the current ATM IV to its 1-year range: 0% is the low, 100% is the high. HSAI's current rank of 46.9% signals where current pricing sits in its own 1-year history. High-rank regimes typically favor premium-selling structures (credit spreads, condors, covered calls); low-rank regimes typically favor premium-buying or long-volatility structures.